all AI news
A machine learning-based framework for high resolution mapping of PM2.5 in Tehran, Iran, using MAIAC AOD data. (arXiv:2204.02093v1 [cs.LG])
cs.LG updates on arXiv.org arxiv.org
This paper investigates the possibility of high resolution mapping of PM2.5
concentration over Tehran city using high resolution satellite AOD (MAIAC)
retrievals. For this purpose, a framework including three main stages, data
preprocessing; regression modeling; and model deployment was proposed. The
output of the framework was a machine learning model trained to predict PM2.5
from MAIAC AOD retrievals and meteorological data. The results of model testing
revealed the efficiency and capability of the developed framework for high
resolution mapping of …
arxiv data framework iran learning machine machine learning mapping